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GrigoriiTarasov/README.md

Hi there 👋 I'm Grigorii Tarasov

I'm an experienced machine learning engineer and Python developer.

Detail info

Careerpath, publications, certificates, skills and technologies in detail are listed at Linkedin

Sample projects

While most of my projects are closed-source, I'm happy to share solo projects that higlights some skills.

Project Description Technologies Used Focus
Leaks-in-ML-DS-prevention Ongoing handbook of ML/DS system leaks prevention and quick fixes Markdown, ML experiment design Lekage prevention, consultations
Face-Age-Detection-app Dockerized CLI app detects a single face and predicts age finetuned on UTKFace dataset, returning JSON with bounds, age, and scores tensorflow, docker, Fastapi, deepface, github actions Conteinerization of app, flexebility of ML updates

Contacts

Pinned

  1. Leaks-in-ML-DS-prevention Leaks-in-ML-DS-prevention Public

    Ongoing handbook with practice-orientated examples, quick-fixes, symptoms, tests for leaks during data preparation and model development

    Python 1

  2. Face-Age-Detection-app Face-Age-Detection-app Public

    CLI app to detect face and predict age tuned on UTKFace with docker and CI

    Jupyter Notebook 1

  3. Time-Series-Library Time-Series-Library Public

    Forked from thuml/Time-Series-Library

    Fork to fix FEDformer script bug

    Python

  4. pyserini pyserini Public

    Forked from castorini/pyserini

    Fork to fix reproducibility

    Python